Bonus: Rainbow

Video

   

Description

Disclaimer: We feel that this lecture is not as polished as the rest of our content but decided to release it in the bonus section, under the hope that the community might find some value out of it. Enjoy!

The StarAi team is excited to offer a lecture & exercises on one of the the most cutting edge, end-to-end value based reinforcement learning algorithms out there - Deepmind’s rainbow.

   

Lecture Slides

StarAi Bonus Lecture 1 Rainbow slides

   

Exercise

Follow the link below to access the exercises for this lecture:

Bonus Rainbow Notebook: Duelling DQN

Bonus Rainbow Notebook: Multi Step DQN

Bonus Rainbow Notebook: Prioritised Experience Replay DQN

   

Additional Learning Material

  1. Deepmind’s Rainbow Paper